Current State of Community-Driven Radiological AI Deployment in Medical Imaging

Vikash Gupta   ¹ , PhD ;   Barbaros Erdal   ¹ , PhD ;   Carolina Ramirez   ² , BA ;   Ralf Floca   ³ , PhD ;   Bradley Genereaux   ⁴ ;   Sidney Bryson   ⁴ , PhD ;   Christopher Bridge   ⁵ , DPhil ;   Jens Kleesiek   ⁶ , PhD ;   Felix Nensa   ⁶ , MD ;   Rickmer Braren   ⁷ , MD ;   Khaled Younis   ⁸ , PhD ;   Tobias Penzkofer   ^{9, 10} , MD ;   Andreas Michael Bucher   ¹¹ , MD ;   Ming Melvin Qin   ⁴ , MSc ;   Gigon Bae   ⁴ , PhD ;   Hyeonhoon Lee   ¹² , MD, PhD ;   M Jorge Cardoso   ¹³ , PhD ;   Sebastien Ourselin   ¹³ , PhD ;   Eric Kerfoot   ¹³ , DPhil ;   Rahul Choudhury   ⁴ , MS ;   Richard D White   ¹ , MD, MS ;   Tessa Cook   ¹⁴ , MD, PhD ;   David Bericat   ⁴ , MSc ;   Matthew Lungren   ¹⁵ , MD ;   Risto Haukioja   ⁴ , MSci ;   Haris Shuaib   ¹⁶ , PhD

¹ Mayo Clinic, Jacksonville, FL, United States

² University of California, San Francisco, CA, United States

³ German Cancer Research Center (DKFZ), Heidelberg, Germany

⁴ Nvidia Inc, Santa Clara, CA, United States

⁵ Massachusetts General Hospital, Boston, MA, United States

⁶ Institute for AI in Medicine, University Medicine Essen, Essen, Germany

⁷ Institute for Radiology, School of Medicine, Technical University, Munich, Germany

⁸ MedAiConsult, Cleveland, OH, United States

⁹ Department of Radiology, Charité – Universitätsmedizin, Berlin, Germany

¹⁰ Berlin Institute of Health, Berlin, Germany

¹¹ University Hospital Frankfurt/Main, Frankfurt, Germany

¹² Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea

¹³ School of Biomedical Engineering & Imaging Sciences, King's College, London, United Kingdom

¹⁴ Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States

¹⁵ Microsoft Inc, Palo Alto, CA, United States

¹⁶ Clinical Scientific Computing, Medical Physics, Newton's Tree, London, United Kingdom